Jian Du

China University of Petroleum, Beijing — China

Engineering · Physical Sciences

16h-index1.0kcitations39works0.72yr avg
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Research Topics

Advanced Wireless Communication Techniques(9), Distributed Sensor Networks and Detection Algorithms(8), Cooperative Communication and Network Coding(6), Error Correcting Code Techniques(6), Energy Load and Power Forecasting(4)

Publications39 total

P-KTFNet: A prior knowledge enhanced time-frequency forecasting model for natural gas consumption
Energy·2025· 2 cited
P-Ktfnet: A Prior Knowledge Enhanced Time-Frequency Forecasting Model for Natural Gas Consumption
SSRN Electronic Journal·2025Open Access
A Novel Spatial-Temporal Hybrid Framework for Natural Gas Consumption Prediction
Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining·2024
Deeppipe: Theory-guided prediction method based automatic machine learning for maximum pitting corrosion depth of oil and gas pipeline
Chemical Engineering Science·2023· 42 cited
Deeppipe: A two-stage physics-informed neural network for predicting mixed oil concentration distribution
Energy·2023· 30 cited
A theory-guided deep-learning method for predicting power generation of multi-region photovoltaic plants
Engineering Applications of Artificial Intelligence·2022· 53 cited
A hybrid framework for forecasting power generation of multiple renewable energy sources
Renewable and Sustainable Energy Reviews·2022· 216 cited
A knowledge-enhanced graph-based temporal-spatial network for natural gas consumption prediction
Energy·2022· 37 cited
Weather condition-based hybrid models for multiple air pollutants forecasting and minimisation
Journal of Cleaner Production·2022· 25 cited
Deeppipe: Theory-guided LSTM method for monitoring pressure after multi-product pipeline shutdown
Process Safety and Environmental Protection·2021· 41 cited
Poisson Flow and Queuing Theory Model Based on OBE Theory
International Journal of Frontiers in Engineering Technology·2021Open Access
Classification with Vertex-Based Graph Convolutional Neural Networks
2018 52nd Asilomar Conference on Signals, Systems, and Computers·2018· 9 cited
Distributed Frequency Offsets Estimation
2018· 1 cited
ON GRAPH CONVOLUTION FOR GRAPH CNNS
2018· 19 cited
Proactive Doppler Shift Compensation in Vehicular Cyber-Physical Systems
IEEE/ACM Transactions on Networking·2018· 14 cited
Distributed Frequency Offsets Estimation
arXiv (Cornell University)·2018Open Access
Distributed Convergence Verification for Gaussian Belief Propagation
arXiv (Cornell University)·2017· 6 citedOpen Access
Convergence analysis of belief propagation for pairwise linear Gaussian models
2017· 4 cited
Topology Adaptive Graph Convolutional Networks
arXiv (Cornell University)·2017· 229 citedOpen Access
Distributed convergence verification for Gaussian belief propagation
2017· 4 cited
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Frequent Co-authors

Yik‐Chung Wu(15), José M. F. Moura(11), Soummya Kar(10), Shaodan Ma(10), Jianqin Zheng(8), Bohong Wang(8), Qi Liao(6), Yongtu Liang(6), Jiří Jaromír Klemeš(4), Yongtu Liang(4), Haoran Zhang(3), H. Vincent Poor(3), Ning Xu(3), Xia Lei(3), Pengtao Niu(3), Ning Xu(3), Qi Liao(3), J. Y. Shi(2), Xue Liu(2), Lei Rao(2)